{"id":"W2917607729","doi":"10.1615/critrevbiomedeng.2019026454","title":"Rationale and Options for Choosing an Optimal Closure Technique for Primary Midsagittal Osteochondrotomy of the Sternum. Part 3: Technical Decision Making Based on the Practice of Patient- Appropriate Medicine","year":2019,"lang":"en","type":"review","venue":"Critical Reviews in Biomedical Engineering","topic":"Pleural and Pulmonary Diseases","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences","funders":"","keywords":"Medicine; Sternum; Perioperative; Population; Intensive care medicine; Physical therapy; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001595333,0.0003600861,0.00169651,0.0001968613,0.00006024093,0.00001155487,0.0002903585,0.0003389523,0.00002361733],"category_scores_gemma":[0.01845713,0.0001802101,0.0004767092,0.0004393634,0.0003669081,0.00009520887,0.0001066734,0.0005774738,6.58607e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009621005,"about_ca_system_score_gemma":0.0002233125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":4.262289e-7,"about_ca_topic_score_gemma":7.476024e-8,"domain_scores_codex":[0.9970686,0.0002269723,0.001446122,0.0004314818,0.000538436,0.0002883298],"domain_scores_gemma":[0.990561,0.008271356,0.0003079351,0.000531379,0.000161181,0.0001671511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005384529,0.0009387428,0.000007747924,0.1583747,0.0000664698,0.00001391882,0.00002968214,0.00004774257,0.0004551756,0.003707646,0.000618777,0.835201],"study_design_scores_gemma":[0.0005472963,0.0008198419,0.00001809108,0.1361972,0.001101075,0.0001162726,0.00001311987,0.002246848,0.00001405701,0.0001166016,0.8585928,0.000216805],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002593236,0.9345312,0.05197157,0.001081928,0.0003043253,0.01167935,0.000322261,0.00002367137,0.00005973426],"genre_scores_gemma":[0.0008716997,0.8899743,0.100672,0.0008354099,0.0005760895,0.006448389,0.0004977636,0.0001146283,0.000009773061],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8579741,"threshold_uncertainty_score":0.9898108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05009879970678226,"score_gpt":0.3764273165508915,"score_spread":0.3263285168441092,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}